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  • phyllisdunn@dunnconsultants.com

  • 1 617 543 2315

Data Integration

Do You Have a Data Problem?



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Data is considered one of your most valuable assets! Are you safeguarding one of your most extensive prized properties? Despite storing information on the cloud or on-site, you may be at risk, and we can help you mitigate. At Dunn Consultants, we can help you identify gaps that may cost you your competitive edge. Having an integrating disparate system can make all the difference. We provide premium expertise in proper data integration systems; as a result, you will receive a complete and customized plan. Our experts will examine the following aspects of your operations:


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Master Data Management


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We provide data integration services, including extracting critical information from different sources and ensuring a consolidated view. Our team will not only remove the data. Still, it will access that data in various source applications, making this suitable for exchange, under the understanding that data integration products are designed to incorporate the functions shown in the sidebar seamlessly.


Master Data Management

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As we mentioned before, after doing the extraction from the sources, data rules may be triggered to transform the data into a format acceptable to the target architecture. It works with the data integration services, or it’s embedded within supplemental acquired technologies. At this point, having the right team on your side gets more relevant than ever.


Data monitoring

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The next step is related to data monitoring since business rules may be applied at the time of transformation to monitor the conformance of the data to business expectations (as the quality of the data). At the same time, it moves from one location to another. So, when you have a team monitoring the situation, this allows you to oversee the business rules discovered and defined in the previous step (during the data profiling phase) to validate the data and then single out records that do not conform to defined data quality.


Data consolidation

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Moving forward, as different sources of data instances are brought together, the integration tools use the parsing, standardization, harmonization, and matching capabilities of the data quality technologies to consolidate data into unique records in the master data model, it’s a complete process that must be run by experts if you expect to have a happy ending with the project. Developing these capabilities is part of the data consolidation and integration phase that our team will do for your business.
Master Data Management programs put in place a trusted source for new applications, it also works as a master index for preventing data instance duplication, extraction, transformation, and consolidation. It can be applied at both an acute level and an operational level, whether this is your case. We, at Dunn Consulting, are more than trained to achieve this.


Data Integration and Processes


Job Control Services:


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As we have mentioned above, this is a process with different stages that must be covered. While the data gathering process is done to later work on its transformation and delivery, many human resources in charge of data integration services get involved in the scope of work.

So that is why this is a critical point where related services are grouped in different job stages dedicated to data collection so it can be changed and loaded into a target data store. Furthermore, these stages must operate successively, as shown in the figure. Data needs to move from SORs (or System of Records) to its eventual consumption in BI (Business Intelligence) applications; this is the correct workflow. So, as data integration jobs are bundled, the job control service manages their interactions, dependencies, and workflow with other jobs. Lastly, the job control service will interact with the error handling and audit services. This is what our team will develop for you. Dunn Consultants Professional Services team's mission is to ensure you get the most out of your implementation and ease all the way to get there. We will compromise at full to achieve success in your data journey.